Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1891–1900 of 14297 papers

Title	Date	Tasks	Status	Hype
PanoVPR: Towards Unified Perspective-to-Equirectangular Visual Place Recognition via Sliding Windows across the Panoramic View	Mar 24, 2023	Autonomous DrivingImage Retrieval	CodeCode Available	1
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models	Mar 13, 2024	Image RetrievalNatural Language Queries	CodeCode Available	1
Cross-Modal Adapter for Text-Video Retrieval	Nov 17, 2022	parameter-efficient fine-tuningRetrieval	CodeCode Available	1
Parallel Context Windows for Large Language Models	Dec 21, 2022	In-Context LearningPlaying the Game of 2048	CodeCode Available	1
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense	Mar 23, 2023	Language ModellingOutlier Detection	CodeCode Available	1
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases	Mar 6, 2019	Information RetrievalKnowledge Base Question Answering	CodeCode Available	1
Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval with Partial Query	Mar 2, 2021	Cross-Modal RetrievalImage Retrieval	CodeCode Available	1
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching between Parts and Words	Jul 5, 2021	RetrievalText Matching	CodeCode Available	1
Passage Re-ranking with BERT	Jan 13, 2019	Language ModelingPassage Re-Ranking	CodeCode Available	1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust Learning	Aug 26, 2022	Cross-Modal RetrievalMachine Translation	CodeCode Available	1

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All datasets Quora Question Pairs HotpotQA Natural Questions OK-VQA InfoSeek MVK Polyvore PubMedQA PubMedQA corpus with metadata ToolLens คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified